Cursor Rules for ml Module (ML_)

🧠 Context & Intent

• Domain: ml
• Path: src/metainformant/ml/
• Config Prefix: ML_ (e.g., ML_THREADS)

🧱 Directory Structure

• Source: src/metainformant/ml/
• Tests: tests/ml/test_ml_*.py
• Docs: docs/ml/
• Output: output/ml/ (Default for all artifacts)

⚙️ Configuration

• Use metainformant.core.utils.config to load config.
• Support env checks with ML_ prefix.
• Example:

  config = load_domain_config("config/ml/default.yaml", prefix="ML")
  

🧪 Testing (REAL IMPLEMENTATION POLICY)

• STRICTLY REAL IMPLEMENTATIONS: Use real implementations only.
• External Tools: Skip if not found (don't mock).
• Network: Use real API calls with @pytest.mark.network.
• Output: Write all test artifacts to output/ via tmp_path.

📦 Dependencies

• Manage via uv: uv add, uv remove.
• Import pattern:

  from metainformant.core import io
  from metainformant.core.utils import logging
  from metainformant.ml import utils